From 2bdc3468d1727d3d6288fe20ad4e3e1e93bc2576 Mon Sep 17 00:00:00 2001 From: canyuan Date: Mon, 8 Jul 2024 21:08:07 +0800 Subject: [PATCH] add ollama cmd --- pkg/command/cmdmgr.py | 2 +- pkg/command/operators/ollama.py | 112 ++++++++++++++++++++++++++++++++ 2 files changed, 113 insertions(+), 1 deletion(-) create mode 100644 pkg/command/operators/ollama.py diff --git a/pkg/command/cmdmgr.py b/pkg/command/cmdmgr.py index 93ed8f8..1d7b92f 100644 --- a/pkg/command/cmdmgr.py +++ b/pkg/command/cmdmgr.py @@ -8,7 +8,7 @@ from . import entities, operator, errors from ..config import manager as cfg_mgr # 引入所有算子以便注册 -from .operators import func, plugin, default, reset, list as list_cmd, last, next, delc, resend, prompt, cmd, help, version, update +from .operators import func, plugin, default, reset, list as list_cmd, last, next, delc, resend, prompt, cmd, help, version, update, ollama class CommandManager: diff --git a/pkg/command/operators/ollama.py b/pkg/command/operators/ollama.py new file mode 100644 index 0000000..3932b17 --- /dev/null +++ b/pkg/command/operators/ollama.py @@ -0,0 +1,112 @@ +from __future__ import annotations + +import json +import typing + +import ollama +from .. import operator, entities + + +@operator.operator_class( + name="ollama_list", + help="ollama模型列表", + usage="!ollama_list" +) +class OllamaListOperator(operator.CommandOperator): + async def execute( + self, context: entities.ExecuteContext + ) -> typing.AsyncGenerator[entities.CommandReturn, None]: + content: str = '模型列表:\n' + model_list: list = ollama.list().get('models', []) + for model in model_list: + content += f"name: {model['name']}\n" + content += f"modified_at: {model['modified_at']}\n" + content += f"size: {bytes_to_mb(model['size'])}mb\n\n" + yield entities.CommandReturn(text=f"{content}") + + +def bytes_to_mb(num_bytes): + mb: float = num_bytes / 1024 / 1024 + return format(mb, '.2f') + + +@operator.operator_class( + name="ollama_show", + help="ollama模型详情", + usage="!ollama_show <模型名>" +) +class OllamaShowOperator(operator.CommandOperator): + async def execute( + self, context: entities.ExecuteContext + ) -> typing.AsyncGenerator[entities.CommandReturn, None]: + content: str = '模型详情:\n' + try: + show: dict = ollama.show(model=context.crt_params[0]) + model_info: dict = show.get('model_info', {}) + ignore_show: str = 'too long to show...' + + for key in ['license', 'modelfile']: + show[key] = ignore_show + + for key in ['tokenizer.chat_template.rag', 'tokenizer.chat_template.tool_use']: + model_info[key] = ignore_show + + content += json.dumps(show, indent=4) + except ollama.ResponseError as e: + content = f"{e.error}" + + yield entities.CommandReturn(text=content) + + +@operator.operator_class( + name="ollama_pull", + help="ollama模型拉取", + usage="!ollama_pull <模型名>" +) +class OllamaPullOperator(operator.CommandOperator): + async def execute( + self, context: entities.ExecuteContext + ) -> typing.AsyncGenerator[entities.CommandReturn, None]: + model_list: list = ollama.list().get('models', []) + if context.crt_params[0] in [model['name'] for model in model_list]: + yield entities.CommandReturn(text="模型已存在") + return + + on_progress: bool = False + progress_count: int = 0 + try: + for resp in ollama.pull(model=context.crt_params[0], stream=True): + total: typing.Any = resp.get('total') + if not on_progress: + if total is not None: + on_progress = True + yield entities.CommandReturn(text=resp.get('status')) + else: + if total is None: + on_progress = False + + completed: typing.Any = resp.get('completed') + if isinstance(completed, int) and isinstance(total, int): + percentage_completed = (completed / total) * 100 + if percentage_completed > progress_count: + progress_count += 10 + yield entities.CommandReturn( + text=f"下载进度: {completed}/{total} = {percentage_completed:.2f}%") + except ollama.ResponseError as e: + yield entities.CommandReturn(text=f"拉取失败: {e.error}") + + +@operator.operator_class( + name="ollama_del", + help="ollama模型删除", + usage="!ollama_del <模型名>" +) +class OllamaDelOperator(operator.CommandOperator): + async def execute( + self, context: entities.ExecuteContext + ) -> typing.AsyncGenerator[entities.CommandReturn, None]: + try: + ret: str = ollama.delete(model=context.crt_params[0])['status'] + except ollama.ResponseError as e: + ret = f"{e.error}" + yield entities.CommandReturn(text=ret)